Classification Potential vs. Classification Accuracy: A Comprehensive Study of Evolutionary Algorithms with Biomedical Datasets.
Ajay Kumar TanwaniMuddassar FarooqPublished in: IWLCS (2009)
Keyphrases
- classification accuracy
- evolutionary algorithm
- support vector
- benchmark datasets
- feature selection
- accurate classification
- terms of classification accuracy
- training set
- high classification accuracy
- training data
- uci repository
- naive bayes
- uci machine learning repository
- pattern recognition
- multi objective
- feature space
- support vector machine
- improvement in classification accuracy
- improve the classification accuracy
- classification models
- instance selection
- optimization problems
- simulated annealing
- feature set
- biomedical data
- objective function
- active learning
- classification rate
- classification scheme
- achieve high classification accuracy
- feature subset
- evolutionary computation
- genetic algorithm
- text classification
- dimensionality reduction
- text mining
- multi objective optimization
- data reduction
- genetic algorithm ga
- fitness function
- svm classifier
- support vector machine svm
- multiple classifier systems
- feature extraction
- supervised learning
- information extraction